Causal market intelligence

Every event is parsed into a structured record: what happened, which transmission channel it travels through, which nodes in the macro graph it touches, and which instruments sit at the end of that chain. Deterministic computation handles the measurable parts: indicator levels, spreads, regime classification. Language models are used only to synthesise the reasoning around data that already exists.

Where a value cannot be sourced from a live provider, the platform says so rather than filling the gap. Nothing displayed is simulated.

The transmission model runs in stages: a physical or policy shock changes a macro node (rates, inflation expectations, the dollar, credit spreads, energy), that node change propagates through the causal graph, and the graph resolves to exposed tickers and asset classes with a stated direction and rationale. Each step is inspectable, so a conclusion can be traced back to the indicator that produced it.

Reference material for the underlying series and terminology lives in the indicators library and the glossary.

The platform is built for people who need the impact path immediately: discretionary and systematic investors, macro and strategy research teams, risk functions, and analysts covering cross-asset or event-driven mandates. The interface is a terminal, optimised for density and speed rather than presentation.

Market data, economic series, filings, trade flows and official releases are pulled from licensed and public institutional sources and cached server-side. Computation that can be made deterministic is deterministic; model output is confined to explanation and structuring, and is scored against realised data over time.

Longer explanations of the methods and indicator definitions are published in Learn.

Plans and what each tier includes are listed on the pricing page. The full workspace is available at the research terminal. For anything else, use contact.

Market Ontology provides research intelligence and decision-support software. Outputs are for informational and research workflow purposes and are not investment advice, an offer, or a recommendation to buy or sell securities.